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Alex Luketa

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Unlocking the Value of Geo-Located Data

What value is residing in geo-located data and how easy is it unlock this value? In this post, we explore one of the first uses of geo-located data that was used to enact a policy change that arguable saved many lives. We also discuss using one of the latest ML Read more…

By Alex Luketa, 2 months2 months ago
Uncategorised

Predicting bakery sales with machine learning in Apache Spark™

Who doesn’t like a nice warm mug of hot chocolate, especially on a cool winter’s day? We at Xerini certainly do and in this article we explore the prognostic powers of Decision Trees to predict how many hot chocolates are sold by an Edinburgh based bakery for a given hour Read more…

By Alex Luketa, 3 months2 months ago
Uncategorised

Finding Fraud using Anomaly Detection and Unsupervised Learning Anomaly Detection

The compliance director of one of our clients approached us recently about creating a software system that would help them with the detection of fraud or market abuse within the transactions data taken from their trading team. There are plenty of off-the-shelf offerings in this space, but they tend to Read more…

By Alex Luketa, 5 months2 months ago
Recent Posts
  • Just Listening Well Isn’t Enough: You Need to Understand…
  • Unlocking the Value of Geo-Located Data
  • Predicting Railway Equipment Failures Using Recurrent Neural Networks
  • Predicting bakery sales with machine learning in Apache Spark™
  • Finding Fraud using Anomaly Detection and Unsupervised Learning Anomaly Detection
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